Layer names | Layer parameters | |||
Filter size (w × h) | Output map size | Stride | Function | |
data | - | 257 × 10 × 1 | - |
|
conv 1 | 5 × 2 | 253 × 9 × 16 | 1 × 1 |
|
pool 1 | 2 × 2 | 127 × 5 × 16 | 2 × 2 | ReLU |
conv 2 | 5 × 2 | 123 × 4 × 16 | 1 × 1 | - |
pool 2 | 2 × 2 | 62 × 2 × 16 | 2 × 2 | ReLU |
conv 3 | 5 × 2 | 58 × 1 × 16 | 1 × 1 | - |
full 1 | - | 1 × 1 × 17 | - | Soft-max |